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Distillation of the system can increase the interpretability of the models in relation to evolutionary and engineering principles such as robustness, modularity, and evolvability.
Being a topic of future research, grouping subjects/procedures according to clinical indication will most likely reduce the heterogeneity of the data and increase the interpretability of results.
This manual could include specific practical examples of each item in order to increase the interpretability and increase the practical utility of the checklist for a wider user population.
Forming a vertical competence structure based on cognitive dimensions and developing situations with varying complexity, to test different action competence qualities and increase the interpretability of the IRT test scores (i.e., criterion-based assessment).
To increase the interpretability of these 19 clusters, a second operation was performed, consisted of repeating the hybrid pruning to increase the minimum amount of items per cluster (from 5 to 25), which thereby decreased the overall number of actual clusters.
To increase the interpretability, zeros are introduced into the loadings, starting by replacing the absolute smallest loading values with zeros and continuing until the largest loading value is left over.
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CAR increases the interpretability of CNNs while retaining the diversity of filters in convolutional layers.
The GIS also enhances data analysis, increasing the interpretability of the data, by enabling cross analysis procedures and various classifications to be performed.
The NTI extends the TI in many respects: First, the normalization procedure increases the interpretability of the correlation result considerably.
We also want to emphasize that both the reduction and the back-translation increases the interpretability and biochemical understanding of the model.
The addition of information about intraindividual variability has potential for increasing the interpretability of UIC data collected to monitor the iodine status of a population.
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